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Papers Benchmarks Datasets Tasks

Image Editing research benchmarks – Page 3 · SOTA2 Research

Image Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ImgEdit Benchmark 2025 (full)

4.63Add Score

15

Mar 17, 2026

PhyEditBench anti-physics 1.0

7.07Overall Score

14

Jun 26, 2026

PhyEditBench 1.0 (normal data)

8.51Overall Score

14

Jun 26, 2026

Reason-Edit (test)

27.046PSNR

14

Jun 16, 2026

PSR, RealEdit, and UltraEdit Combined

8.85Average Score

14

Mar 10, 2026

8.86GPT-4o Score

14

Mar 10, 2026

8.78GPT-4o Preference Score

14

Mar 10, 2026

9.12GPT-4o Score

14

Mar 10, 2026

38.87RISE Score

14

May 21, 2026

1024 x 1024 resolution

5.36Runtime (4090, s)

14

Feb 26, 2026

0.343LPIPS

14

Feb 26, 2026

GEdit-Bench-EN official (test)

7.966SC

14

Mar 10, 2026

0.394SSIM

13

Jul 3, 2026

TV-Edit-Kontext

91.34DS_tgt_global

13

Jun 16, 2026

FineEdit 1k (test)

34.7PSNR

13

Apr 14, 2026

Complex-Compo 300

9.842HPSv3

13

Mar 4, 2026

DreamEdit-Bench 220

8.886HPSv3

13

Mar 4, 2026

23.45MSE

13

Feb 26, 2026

GEdit_EN v1.0 (test)

Qwen-Image-Edit

7.56G_O

13

Feb 26, 2026

WorldEdit Overall (test)

4.36Avg Score

13

Feb 26, 2026

WorldEdit Other (test)

4.52VC

13

Feb 26, 2026

WorldEdit Stretch (test)

4.36VC

13

Feb 26, 2026

WorldEdit Twist (test)

4.52VC

13

Feb 26, 2026

WorldEdit Squeeze (test)

4.8VC

13

Feb 26, 2026

WorldEdit Inflate (test)

4.88VC

13

Feb 26, 2026

Page 3 of 11

Popular datasets

GEdit-Bench ImgEdit WorldEdit PIE-Bench GEdit

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